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The Mining Models Editor is where you can create multiple models on the structure. You use the editor to set the algorithm and algorithm parameters for each model, as well as to select which columns are used in each model, how they are used, and setting algorithm-specific modeling flags on each column. The editor consists of a table showing the models and their columns and again the Properties window, as shown in Figure 3.17. This configuration allows you to quickly see how each column is used in each model and set properties appropriately.

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SQL Server Analysis Services has two major objects that deal with data mining: mining structures and mining models. A mining structure defines the domain of a mining problem, whereas a mining model is the application of a mining algorithm to the structure in a mining structure. A mining structure contains a list of structure columns that have data and content types, bindings to the data source, plus some optional flags that control how the data is modeled. Additionally, a mining structure contains a list of mining models that use the columns from the structure. The definition of a mining model contains an algorithm with its associated parameters, plus a list of columns from the mining structure. Each model in a structure can use a different algorithm or the same algorithm with different parameters, and/or a different subset of the columns in the structure. For each column in the model, you can assign how it is to be used in that model and algorithm-specific modeling flags. This feature allows you to easily test different hypotheses on the same data set.

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We used the onerror assignment rather than the $addHandler method because for some reason the window s error event doesn t support adding events through addEventListener or attachEvent, the two browser-speci c methods that $addHandler eventually calls.

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Allows you to set properties on many columns at the same time. Since setting a column to Ignore removes it from the model, you can set Ignore only in the column grid and not in the Properties window. Also, you cannot change the usage of any ignored columns in the Properties window. To change multiple columns to or from Ignore, select them in the column grid using Shift or Ctrl and then press the F2 key to show the combo box where you can make the change. You can also change the properties of structure columns in the Mining Models Editor by selecting the column and setting the properties in the Properties window. In this editor, you can also change the properties of multiple structure columns simultaneously, using the same multiple selection methods you used on mining columns.